code: def __init__(self, *args, **kwargs):
      super(MetaMultiheadAttention, self).__init__(*args, **kwargs)
      factory_kwargs = {
          "device": kwargs.get("device", None),
          "dtype": kwargs.get("dtype", None),
      }
      bias = kwargs.get("bias", True)
      self.out_proj = MetaLinear(
          self.embed_dim, self.embed_dim, bias=bias, **factory_kwargs
      )
  
file_path: pytorch-meta/torchmeta/modules/activation.py
imports: import torch.nn
  import torch.nn.functional
  from collections import OrderedDict
  from torchmeta.modules.module import MetaModule
  from torchmeta.modules.linear import MetaLinear
label_desc: Use image node_id 1 to create a new MetaMultiheadAttention object from inherited base classes: nn, MetaModule with example: obj = MetaMultiheadAttention()